#100 Gemini 3.1 Flash Lite Preview
low- Cost
- $0.002
- Time
- 3.7s
- Tokens
- 1,203 tok
AI BENCHY Compare
Google: Gemini 3.1 Flash Lite Preview vs Kwaipilot: KAT-Coder-Air V2.5
Summary
Gemini 3.1 Flash Lite Preview (low) leads on average score with 6.5 vs 6.2. Gemini 3.1 Flash Lite Preview (low) has the lower benchmark cost at $0.026 vs $0.045. Gemini 3.1 Flash Lite Preview (low) is faster at 2.77s vs 8.28s, with pass rates of 61.9% vs 47.6%.
Recommended modelGemini 3.1 Flash Lite Preview (low)It has the best score here (6.5), while costing about 1.8x less than KAT-Coder-Air V2.5 (medium).
Last updated at: 2026-07-14
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview low | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 medium |
|---|---|---|
| Score | 6.5 | 6.2 |
| Rank | #100 | #115 |
| Reliability | 10.0 | 9.7 |
| Consistency | 10.0 | 8.8 |
| Tests Correct | ||
| Attempt pass rate | 61.9% | 47.6% |
| Flaky tests | 0 | 3 |
| Total Runs | 63 | 63 |
| Cost per result | 0.196 | 0.562 |
| Total Cost | $0.026 | $0.045 |
| Input Price | $0.250 / 1M | $0.150 / 1M |
| Output Price | $1.500 / 1M | $0.600 / 1M |
| Total Input Tokens | 32,715 | 42,750 |
| Output Tokens | 2,286 | 7,759 |
| Reasoning Tokens | 9,166 | 56,357 |
| Response Time (avg) | 2.77s | 8.28s |
| Response Time (max) | 11.91s | 48.19s |
| Response Time (total) | 58.12s | 173.80s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#115 KAT-Coder-Air V2.5
medium- Cost
- $0.003
- Time
- 23.7s
- Tokens
- 4,924 tok
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Category Breakdown
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 1.39s | 8,138 | 660 | 1,060 | |
| KAT-Coder-Air V2.5 | 3.6 | 7.0 | 22.2% | 1 | 23.37s | 7,893 | 5,199 | 29,973 |
Quick Compare
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